Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Category Strategy Dashboard
A potato category strategy dashboard connects market evidence with enterprise decisions across spend, suppliers, contracts, open exposure, prices, crop, storage, quality, logistics, and risk. MassGain lets users drill from category metrics into the plant, product, supplier, contract, or lot driving the action.
Market Data
How to read this market
A potato category-strategy-dashboard dataset brings spend, suppliers, contracts, open exposure, prices, forecasts, crop and storage conditions, quality, plant demand, logistics, risk, and action plans into one governed view. The market object is the decision-ready category position with every metric traceable to source and definition.
Use the dashboard to move from enterprise-level coverage or variance into the specific plant, region, supplier, product, contract, or lot driving it. Preserve specification and market-stage distinctions rather than collapsing the category into one number.
Data Module
Potato Category Strategy Dashboard
Market objectgoverned category decision view
Primary measuresspend, coverage, risk, variance
Key dimensionsplant, supplier, product, region
Commercial usestrategy and action management
Controlsdefinitions, lineage, refresh status
Compare withsource transactions and market evidence
Analysis
Why this matters
Dashboards can create false confidence when aggregation hides a small but important exposure. High category-wide coverage may coexist with a late-season gap in one plant or variety.
Commercial interpretation should emphasize drill-through and action ownership. The dashboard adds value when it reveals which physical position requires a decision, not merely when it displays more metrics.
Signal 01
Usable Crop Uncertainty Index
UCUI translates crop and market complexity into a simple uncertainty signal. Higher readings indicate greater uncertainty—not necessarily higher prices.
Understand uncertainty. Anticipate risk. Act earlier.
UCUI is designed to analyze potato-industry publications and data signals across regions, varieties, weather, disease, storage, supply, and demand.
WeatherHigh
DiseaseHigh
StorageMedium
SupplyMedium
Single-day snapshot based on a scan of 11,500+ web and social signals. Get historical and real-time data by clicking the button below.
The MassGain Daily
Today’s market analysis.
A daily editorial synthesis of physical potato data, crop signals, market reporting, and what participants should watch next.
September 16, 2026Latest MassGain publication
Potato market steady for now; Russia’s smaller crop is the salient risk
Spot prices are flat and USDA terminal reports read ‘market steady,’ but a renewed forecast for a smaller Russian harvest and recent regional harvest stress leave seasonal import timing and storage losses as the key uncertainty.
Signal 02
MassGain Potato Index
Independent physical-pricing intelligence and market-trend analysis for procurement, forecasting, contracting, and scenario planning.
Core Russet Carton Median
312.45 USD/MT
Latest qualifying physical-market observation
+4.75 (+1.55%)
Price discovery for the physical potato market
MPI is designed to track physical pricing data, price trends, deltas, and divergences across regions and potato types.
Series window45 days
Current public coverageCore russet cartons
Primary source basisQualifying USDA physical rows
UnitUSD per metric tonne
Single-day snapshot based on most recent 45 days worth of data. Limited to US Russets only. Get more complete, global data about all varieties by clicking the button below.
Signal 03
MassGain Spot Reference
An independent spot reference designed for price discovery, contract discussions, procurement comparisons, and risk modeling.
Russet Burbank — U.S. Midsize
305 USD/MT
Demonstration reference format
+1.6% WoW · Confidence: High
A trusted benchmark for pricing, contracts, and risk
MSR is intended to use real transactions and verifiable physical-market data to support negotiations, price checks, contracting, and risk models.
ProductRusset Burbank
SpecificationU.S. midsize, 40–70 count
Reference typePhysical spot benchmark
StatusIn development
Based on most recent 45 days worth of data. Limited to US Russets only. Get more complete, global data about all varities by clicking the button below. Full access also includes historical data -- including depreciated NYMEX/CBOE/EEX spot references -- projections, trends, and AI-driven insights.
The MassGain Product Ladder
From insight to intelligence to action
Four integrated products built for the physical potato market, delivered through public pages, reports, exports, dashboards, and API access.
1
Content
Original research, commentary, aggregated news, and market updates.
- What matters right now?
- What is happening out there?
2
UCUI™
Usable Crop Uncertainty Index: an AI-powered signal of crop risk and market uncertainty.
- Understand uncertainty
- Anticipate risk
- Act earlier
3
MPI™
MassGain Potato Index: independent physical-pricing intelligence and trend analysis.
- Price discovery
- Regional trends
- Procurement planning
4
MSR™
MassGain Spot Reference: an independent benchmark for price discovery and risk modeling.
- Contracts
- Negotiations
- Risk models
Content + UCUI + MPI + MSR + API access
Get historical series, regional detail, constituent data, exports, alerts, and direct data access.
Overview
Who is this for?
This page is for procurement and market-intelligence teams that need a potato category strategy dashboard connecting market evidence with enterprise decisions. MassGain combines spend, suppliers, contracts, open exposure, prices, forecasts, crop and storage conditions, quality, plant demand, logistics, risk, and savings initiatives in one governed view.
Users can move from a category-level scorecard to the region, supplier, product, plant, contract, or lot driving a change. The dashboard can show coverage, benchmark variance, supplier concentration, purchase windows, quality-adjusted cost, scenario exposure, upcoming resets, and action ownership without collapsing unlike potato products into one index.
Procurement leaders can manage strategy and negotiations, finance can reconcile budget and forecast, operations can see physical constraints, and executives can understand the decisions behind the outlook. MassGain does not replace source systems or imply that a dashboard alone makes the decision. It provides traceable metrics, definitions, source lineage, refresh status, and drill-through evidence so the category plan remains connected to the actual potato market.
Use Case
A national food company prepares its quarterly category review. The dashboard shows budget variance is concentrated in one plant, late-season long-potato coverage is weak, and a supplier-diversification project is on schedule. Leadership approves targeted coverage rather than a broad category buy.
FAQs
What should a potato category dashboard show?
It should show spend, prices, coverage, suppliers, quality, forecasts, risk, contracts, and actions.
Can users drill into the metrics?
Yes. Each measure can link to the relevant source, product, supplier, plant, period, and calculation.
How does MassGain prevent misleading aggregation?
It preserves product, specification, geography, market stage, and delivery-basis distinctions.
Put this market intelligence to work
Get historical data, regional detail, benchmarks, alerts, exports, and API access tailored to your procurement
and market-analysis needs.
Data and Methodology
Professional market-data standards
MassGain is building transparent public market infrastructure. Each live metric will identify its date, unit, coverage, methodology, and source basis.
Data provenance
MassGain uses public, licensed, contributed, and independently derived physical-market information. Source availability and publication schedules vary.
Timing and revisions
Figures may reflect the latest available observation rather than a same-day transaction. Source data and MassGain calculations may be corrected, restated, or revised.
Not transactional pricing
MassGain figures are informational reference values and do not constitute executable bids, offers, settlements, or guarantees that a transaction can occur at the displayed value.
No individualized advice
Content and data are provided for informational and analytical purposes and do not constitute financial, investment, legal, trading, or individualized procurement advice.
Independent publication
Certain observations may be derived from USDA reports. MassGain is independent and is not affiliated with or endorsed by the USDA.
Commercial use and licensing
Public display does not grant rights to reproduce, redistribute, republish, or incorporate MassGain indices or references into commercial products or contracts without authorization.